{"id":"jacck-mcp-reasoner","name":"mcp-reasoner","af_score":44.0,"security_score":30.5,"reliability_score":32.5,"what_it_does":"mcp-reasoner is an MCP server implementation for Claude Desktop that provides configurable reasoning strategies—Beam Search and Monte Carlo Tree Search (MCTS)—and reports/evaluates the quality of different reasoning paths. It also includes experimental “alpha” MCTS variants with additional (incomplete/subject-to-change) simulation layers.","best_when":"You want an on-prem/local MCP tool for Claude Desktop that can try multiple search-based reasoning approaches and you can tolerate experimental algorithm behavior.","avoid_when":"You need mature, stable algorithmic components with well-defined evaluation semantics and robust operational guidance (rate limits, error recovery, etc.).","last_evaluated":"2026-03-30T13:34:26.454576+00:00","has_mcp":true,"has_api":false,"auth_methods":["None indicated for MCP local server"],"has_free_tier":false,"known_gotchas":["Alpha MCTS variants explicitly mention incomplete simulators and subject-to-change behavior, so agents should not assume stable outputs or semantics for those modes.","README does not document tool schemas/inputs/outputs in detail, so an agent may need to inspect the repository code to reliably call MCP tools."],"error_quality":0.0}